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Joy Hsu
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DARCNN: Domain Adaptive Region-Based Convolutional Neural Network for Unsupervised Instance Segmentation in Biomedical Images
J Hsu, W Chiu, S Yeung
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
302021
Capturing Implicit Hierarchical Structure in 3D Biomedical Images with Self-Supervised Hyperbolic Representations
J Hsu, J Gu, G Wu, W Chiu, S Yeung
Advances in Neural Information Processing Systems 34, 5112-5123, 2021
28*2021
Programmatically Grounded, Compositionally Generalizable Robotic Manipulation
R Wang, J Mao, J Hsu, H Zhao, J Wu, Y Gao
International Conference on Learning Representations, 2023
182023
NS3D: Neuro-Symbolic Grounding of 3D Objects and Relations
J Hsu, J Mao, J Wu
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
142023
CryoET Reveals Organelle Phenotypes in Huntington Disease Patient iPSC-derived and Mouse Primary Neurons
GH Wu, C Smith-Geater, JG Galaz-Montoya, Y Gu, SR Gupte, R Aviner, ...
Nature Communications 14 (1), 692, 2023
122023
Motion Question Answering via Modular Motion Programs
M Endo, J Hsu, J Li, J Wu
International Conference on Machine Learning, 2023
52023
Identifying and Mitigating Low-Quality Labels for Deep Learning in Glaucoma
J Hsu, S Phene, J Luo, A Mitani, N Hammel, J Krause, R Sayres
Investigative Ophthalmology & Visual Science 61 (7), 4537-4537, 2020
5*2020
Geoclidean: Few-shot Generalization in Euclidean Geometry
J Hsu, J Wu, N Goodman
Advances in Neural Information Processing Systems 35, 39007-39019, 2022
42022
What’s Left? Concept Grounding with Logic-Enhanced Foundation Models
J Hsu, J Mao, J Tenenbaum, J Wu
Advances in Neural Information Processing Systems 36, 2024
32024
Composable Part-based Manipulation
W Liu, J Mao, J Hsu, T Hermans, A Garg, J Wu
7th Annual Conference on Robot Learning, 2023
22023
Open Data Standard and Analysis Framework: Towards Response Equity in Local Governments
J Hsu, R Ravichandran, E Zhang, C Keung
Proceedings of the 1st ACM Conference on Equity and Access in Algorithms …, 2021
22021
Can Visual Scratchpads With Diagrammatic Abstractions Augment LLM Reasoning?
J Hsu, G Poesia, J Wu, ND Goodman
I Can’t Believe It’s Not Better Workshop: Failure Modes in the Age of …, 2023
12023
Text-Based Reasoning About Vector Graphics
Z Wang, J Hsu, X Wang, KH Huang, M Li, J Wu, H Ji
arXiv preprint arXiv:2404.06479, 2024
2024
DisCo: Improving Compositional Generalization in Visual Reasoning through Distribution Coverage
J Hsu, J Mao, J Wu
Transactions on Machine Learning Research, 2022
2022
Learning Planning Abstractions from Language
W Liu, G Chen, J Hsu, J Mao, J Wu
The Twelfth International Conference on Learning Representations, 0
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Articles 1–15